# Initial imports
import pandas as pd
from sklearn import tree
from sklearn.preprocessing import StandardScaler
from sklearn.model_selection import train_test_split
from sklearn.metrics import confusion_matrix, accuracy_score, classification_report
import matplotlib.pyplot as plt    

# Needed for decision tree visualization
#import pydotplus
#from IPython.display import Image

# Read in the data
file_path_ad_clean = "../Raw_data/application_data_cleaned_ros.csv"
df_loans = pd.read_csv(file_path_ad_clean)
df_loans.head()

	TARGET	NAME_CONTRACT_TYPE	CODE_GENDER	FLAG_OWN_CAR	FLAG_OWN_REALTY	CNT_CHILDREN	AMT_INCOME_TOTAL	AMT_CREDIT	AMT_ANNUITY	AMT_GOODS_PRICE	...	FLAG_DOCUMENT_18	FLAG_DOCUMENT_19	FLAG_DOCUMENT_20	FLAG_DOCUMENT_21	AMT_REQ_CREDIT_BUREAU_HOUR	AMT_REQ_CREDIT_BUREAU_DAY	AMT_REQ_CREDIT_BUREAU_WEEK	AMT_REQ_CREDIT_BUREAU_MON	AMT_REQ_CREDIT_BUREAU_QRT	AMT_REQ_CREDIT_BUREAU_YEAR
0	1	Cash loans	M	N	Y	0	202500.0	406597.5	24700.5	351000.0	...	0	0	0	0	0.0	0.0	0.0	0.0	0.0	1.0
1	0	Revolving loans	M	Y	Y	0	67500.0	135000.0	6750.0	135000.0	...	0	0	0	0	0.0	0.0	0.0	0.0	0.0	0.0
2	0	Cash loans	M	N	Y	0	99000.0	490495.5	27517.5	454500.0	...	0	0	0	0	0.0	0.0	0.0	0.0	1.0	1.0
3	0	Cash loans	F	Y	Y	1	171000.0	1560726.0	41301.0	1395000.0	...	0	0	0	0	0.0	0.0	0.0	1.0	1.0	2.0
4	0	Cash loans	M	Y	Y	0	360000.0	1530000.0	42075.0	1530000.0	...	0	0	0	0	0.0	0.0	0.0	0.0	0.0	0.0

5 rows × 72 columns

# convert text to numbers for model
df_loans = pd.get_dummies(df_loans)

# Define features set
X = df_loans.copy()
X.drop("TARGET", axis=1, inplace=True)
X.head()

	CNT_CHILDREN	AMT_INCOME_TOTAL	AMT_CREDIT	AMT_ANNUITY	AMT_GOODS_PRICE	REGION_POPULATION_RELATIVE	DAYS_BIRTH	DAYS_EMPLOYED	DAYS_REGISTRATION	DAYS_ID_PUBLISH	...	ORGANIZATION_TYPE_Trade: type 3	ORGANIZATION_TYPE_Trade: type 4	ORGANIZATION_TYPE_Trade: type 5	ORGANIZATION_TYPE_Trade: type 6	ORGANIZATION_TYPE_Trade: type 7	ORGANIZATION_TYPE_Transport: type 1	ORGANIZATION_TYPE_Transport: type 2	ORGANIZATION_TYPE_Transport: type 3	ORGANIZATION_TYPE_Transport: type 4	ORGANIZATION_TYPE_University
0	0	202500.0	406597.5	24700.5	351000.0	0.018801	-9461	-637	-3648.0	-2120	...	False	False	False	False	False	False	False	False	False	False
1	0	67500.0	135000.0	6750.0	135000.0	0.010032	-19046	-225	-4260.0	-2531	...	False	False	False	False	False	False	False	False	False	False
2	0	99000.0	490495.5	27517.5	454500.0	0.035792	-16941	-1588	-4970.0	-477	...	False	False	False	False	False	False	False	False	False	False
3	1	171000.0	1560726.0	41301.0	1395000.0	0.035792	-13778	-3130	-1213.0	-619	...	False	False	False	False	False	False	False	False	False	False
4	0	360000.0	1530000.0	42075.0	1530000.0	0.003122	-18850	-449	-4597.0	-2379	...	False	False	False	False	False	False	False	False	False	False

5 rows × 179 columns

# Define target vector
y = df_loans["TARGET"].values.reshape(-1, 1)
y[:5]

array([[1],
       [0],
       [0],
       [0],
       [0]], dtype=int64)

# Check if data is balanced
data_check = df_loans["TARGET"].value_counts()
data_check

TARGET
0    153525
1     14207
Name: count, dtype: int64

# Oversample the data as it is imbalanced
from imblearn.over_sampling import RandomOverSampler
sampling_strategy = 1
ros = RandomOverSampler(sampling_strategy=sampling_strategy)
X_res, y_res = ros.fit_resample(X, y)
y_res_df = pd.DataFrame(y_res)

# Verify the oversampling worked
y_res_df.value_counts()

0    153525
1    153525
Name: count, dtype: int64

# Splitting into Train and Test sets
X_train, X_test, y_train, y_test = train_test_split(X_res, y_res, random_state=24)

# Create the StandardScaler instance
scaler = StandardScaler()

# Fit the Standard Scaler with the training data
X_scaler = scaler.fit(X_train)

c:\Python312\Lib\site-packages\sklearn\utils\validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if not hasattr(array, "sparse") and array.dtypes.apply(is_sparse).any():
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype):
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):

# Scale the training data
X_train_scaled = X_scaler.transform(X_train)
X_test_scaled = X_scaler.transform(X_test)

c:\Python312\Lib\site-packages\sklearn\utils\validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if not hasattr(array, "sparse") and array.dtypes.apply(is_sparse).any():
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype):
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if not hasattr(array, "sparse") and array.dtypes.apply(is_sparse).any():
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype):
c:\Python312\Lib\site-packages\sklearn\utils\validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.
  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):

# Create the decision tree classifier instance
model = tree.DecisionTreeClassifier()

# Fit the model
model = model.fit(X_train_scaled, y_train)

# Making predictions using the testing data
predictions = model.predict(X_test_scaled)

# Calculating the confusion matrix
cm = confusion_matrix(y_test, predictions)
cm_df = pd.DataFrame(
    cm, index=["Actual 0", "Actual 1"], columns=["Predicted 0", "Predicted 1"]
)

# Calculating the accuracy score
acc_score = accuracy_score(y_test, predictions)

# Displaying results
print("Confusion Matrix")
display(cm_df)
print(f"Accuracy Score : {acc_score}")
print("Classification Report")
print(classification_report(y_test, predictions))

Confusion Matrix

	Predicted 0	Predicted 1
Actual 0	34118	4028
Actual 1	0	38617

Accuracy Score : 0.9475268032776207
Classification Report
              precision    recall  f1-score   support

           0       1.00      0.89      0.94     38146
           1       0.91      1.00      0.95     38617

    accuracy                           0.95     76763
   macro avg       0.95      0.95      0.95     76763
weighted avg       0.95      0.95      0.95     76763

# feature importance plot
feature_importance = model.feature_importances_
# sort them
sorted(zip(model.feature_importances_, X.columns), reverse=True)

[(0.13364688091421653, 'EXT_SOURCE_3'),
 (0.10940455897875154, 'EXT_SOURCE_2'),
 (0.05816677694434504, 'DAYS_EMPLOYED'),
 (0.0522766484323837, 'DAYS_REGISTRATION'),
 (0.050459357571056115, 'DAYS_BIRTH'),
 (0.04887394854044294, 'DAYS_ID_PUBLISH'),
 (0.0471956956867012, 'AMT_ANNUITY'),
 (0.03888408637941546, 'DAYS_LAST_PHONE_CHANGE'),
 (0.03530556508665075, 'REGION_POPULATION_RELATIVE'),
 (0.03443097157884414, 'AMT_CREDIT'),
 (0.031687332391096855, 'AMT_INCOME_TOTAL'),
 (0.027829366255710544, 'HOUR_APPR_PROCESS_START'),
 (0.025776416548614393, 'AMT_GOODS_PRICE'),
 (0.018379744748481915, 'AMT_REQ_CREDIT_BUREAU_YEAR'),
 (0.009349003808835979, 'OBS_30_CNT_SOCIAL_CIRCLE'),
 (0.008564492844578074, 'NAME_EDUCATION_TYPE_Higher education'),
 (0.007949783448145316, 'OBS_60_CNT_SOCIAL_CIRCLE'),
 (0.007320080302570159, 'AMT_REQ_CREDIT_BUREAU_QRT'),
 (0.007039669736123464, 'CNT_CHILDREN'),
 (0.0070182650943373176, 'CNT_FAM_MEMBERS'),
 (0.006342194231855532, 'AMT_REQ_CREDIT_BUREAU_MON'),
 (0.004845997079213246, 'OCCUPATION_TYPE_Core staff'),
 (0.0045261603543054205, 'ORGANIZATION_TYPE_Business Entity Type 3'),
 (0.004497595301573245, 'FLAG_DOCUMENT_3'),
 (0.004415486250875057, 'CODE_GENDER_M'),
 (0.004199231777110423, 'FLAG_PHONE'),
 (0.004195297217718507, 'WEEKDAY_APPR_PROCESS_START_FRIDAY'),
 (0.004022471426359446, 'WEEKDAY_APPR_PROCESS_START_WEDNESDAY'),
 (0.003964467438544524, 'REGION_RATING_CLIENT_W_CITY'),
 (0.003922506855132221, 'DEF_30_CNT_SOCIAL_CIRCLE'),
 (0.003764593621313726, 'WEEKDAY_APPR_PROCESS_START_MONDAY'),
 (0.0036952252248806565, 'ORGANIZATION_TYPE_Self-employed'),
 (0.0035225713185736344, 'WEEKDAY_APPR_PROCESS_START_THURSDAY'),
 (0.0034966866656043665, 'FLAG_OWN_CAR_Y'),
 (0.0034808782484511895, 'REGION_RATING_CLIENT'),
 (0.0034304184966501804, 'DEF_60_CNT_SOCIAL_CIRCLE'),
 (0.0033770727842661647, 'WEEKDAY_APPR_PROCESS_START_SATURDAY'),
 (0.003366981346705335, 'REG_CITY_NOT_LIVE_CITY'),
 (0.0033606298776063357, 'NAME_INCOME_TYPE_Working'),
 (0.0033283624138391228, 'FLAG_WORK_PHONE'),
 (0.003301777704052629, 'LIVE_CITY_NOT_WORK_CITY'),
 (0.0032735568589292324, 'OCCUPATION_TYPE_Sales staff'),
 (0.0030407245087583556, 'NAME_INCOME_TYPE_State servant'),
 (0.003030607509500088, 'NAME_TYPE_SUITE_Spouse, partner'),
 (0.002981497208699086, 'REG_CITY_NOT_WORK_CITY'),
 (0.0029216315391512033, 'WEEKDAY_APPR_PROCESS_START_TUESDAY'),
 (0.0029159867716660017, 'OCCUPATION_TYPE_Laborers'),
 (0.0028895223651060624, 'OCCUPATION_TYPE_Accountants'),
 (0.002873456343956331, 'NAME_FAMILY_STATUS_Civil marriage'),
 (0.00284855227048331, 'NAME_FAMILY_STATUS_Separated'),
 (0.0028430983361366286, 'NAME_FAMILY_STATUS_Single / not married'),
 (0.0028348509504332506, 'ORGANIZATION_TYPE_Government'),
 (0.0028140149058168027, 'NAME_FAMILY_STATUS_Married'),
 (0.0027587727798875886, 'NAME_TYPE_SUITE_Family'),
 (0.0027546755441043994, 'OCCUPATION_TYPE_Managers'),
 (0.002751817335265497, 'ORGANIZATION_TYPE_Business Entity Type 2'),
 (0.002696620484658126, 'AMT_REQ_CREDIT_BUREAU_WEEK'),
 (0.002665072139691858, 'OCCUPATION_TYPE_High skill tech staff'),
 (0.0026374871937473654, 'ORGANIZATION_TYPE_Construction'),
 (0.002630720398633862, 'NAME_INCOME_TYPE_Commercial associate'),
 (0.002565562066831336, 'OCCUPATION_TYPE_Drivers'),
 (0.002563118594815764, 'NAME_EDUCATION_TYPE_Secondary / secondary special'),
 (0.0024731440524278386, 'NAME_TYPE_SUITE_Unaccompanied'),
 (0.0024259362493543536, 'NAME_HOUSING_TYPE_Rented apartment'),
 (0.0023868657103919898, 'OCCUPATION_TYPE_Security staff'),
 (0.0023758313360402535, 'ORGANIZATION_TYPE_Other'),
 (0.0023287021210214994, 'NAME_HOUSING_TYPE_With parents'),
 (0.0023249254130267827, 'ORGANIZATION_TYPE_Business Entity Type 1'),
 (0.002324840334448603, 'FLAG_OWN_CAR_N'),
 (0.0023086265355172606, 'OCCUPATION_TYPE_Cooking staff'),
 (0.002248187267559296, 'ORGANIZATION_TYPE_School'),
 (0.0022321960062316863, 'FLAG_OWN_REALTY_Y'),
 (0.0021707343173620916, 'FLAG_EMAIL'),
 (0.0021465252084727827, 'NAME_HOUSING_TYPE_House / apartment'),
 (0.0021372780994664063, 'FLAG_OWN_REALTY_N'),
 (0.002050781563466264, 'NAME_EDUCATION_TYPE_Incomplete higher'),
 (0.002016812673632593, 'ORGANIZATION_TYPE_Trade: type 7'),
 (0.001990131617342548, 'ORGANIZATION_TYPE_Kindergarten'),
 (0.0019740467620279543, 'ORGANIZATION_TYPE_Transport: type 4'),
 (0.0019681315689092024, 'WEEKDAY_APPR_PROCESS_START_SUNDAY'),
 (0.001917895659647029, 'REG_REGION_NOT_WORK_REGION'),
 (0.0018466637527379019, 'CODE_GENDER_F'),
 (0.0017152456788906575, 'ORGANIZATION_TYPE_Medicine'),
 (0.0017054656077471067, 'NAME_HOUSING_TYPE_Municipal apartment'),
 (0.0016140736250944566, 'NAME_CONTRACT_TYPE_Cash loans'),
 (0.0016031689394745868, 'ORGANIZATION_TYPE_Trade: type 3'),
 (0.0015941706034414839, 'OCCUPATION_TYPE_Private service staff'),
 (0.0015650831019999455, 'FLAG_DOCUMENT_8'),
 (0.0015631195423159345, 'LIVE_REGION_NOT_WORK_REGION'),
 (0.0015170179358146533, 'NAME_FAMILY_STATUS_Widow'),
 (0.0014866632318653427, 'ORGANIZATION_TYPE_Industry: type 11'),
 (0.0014359488363088213, 'ORGANIZATION_TYPE_Transport: type 3'),
 (0.0014128320488506847, 'OCCUPATION_TYPE_Low-skill Laborers'),
 (0.0014001041451883213, 'ORGANIZATION_TYPE_Industry: type 3'),
 (0.0013446400102445665, 'ORGANIZATION_TYPE_Industry: type 9'),
 (0.001306198185681284, 'ORGANIZATION_TYPE_Transport: type 2'),
 (0.001275998281049012, 'OCCUPATION_TYPE_Secretaries'),
 (0.001265924384034807, 'NAME_CONTRACT_TYPE_Revolving loans'),
 (0.0012448480895503346, 'OCCUPATION_TYPE_Medicine staff'),
 (0.0010711528510015614, 'ORGANIZATION_TYPE_Police'),
 (0.0010215671902152992, 'NAME_EDUCATION_TYPE_Lower secondary'),
 (0.0010203988657094222, 'REG_REGION_NOT_LIVE_REGION'),
 (0.001017233523776269, 'FLAG_DOCUMENT_16'),
 (0.0010118434836469258, 'FLAG_DOCUMENT_5'),
 (0.001007586654000979, 'OCCUPATION_TYPE_Cleaning staff'),
 (0.0010068098768326382, 'ORGANIZATION_TYPE_Agriculture'),
 (0.0009532663359526423, 'ORGANIZATION_TYPE_Postal'),
 (0.000928301668566241, 'ORGANIZATION_TYPE_Military'),
 (0.0009090929832992717, 'ORGANIZATION_TYPE_Restaurant'),
 (0.0008831323887867568, 'ORGANIZATION_TYPE_Industry: type 7'),
 (0.0008319719196701269, 'ORGANIZATION_TYPE_Security'),
 (0.0007747933236030393, 'OCCUPATION_TYPE_Waiters/barmen staff'),
 (0.0007596658335529181, 'ORGANIZATION_TYPE_Industry: type 4'),
 (0.0007367227131446027, 'ORGANIZATION_TYPE_Housing'),
 (0.0007325252834934522, 'ORGANIZATION_TYPE_Electricity'),
 (0.0007235467893410146, 'NAME_TYPE_SUITE_Other_B'),
 (0.0007027723662091261, 'NAME_HOUSING_TYPE_Office apartment'),
 (0.0006988950581909022, 'ORGANIZATION_TYPE_Services'),
 (0.0006798391636776585, 'ORGANIZATION_TYPE_University'),
 (0.0006071985790223649, 'NAME_TYPE_SUITE_Children'),
 (0.000603383210551436, 'ORGANIZATION_TYPE_Trade: type 2'),
 (0.0006012799044251424, 'ORGANIZATION_TYPE_Mobile'),
 (0.0005894900769224412, 'ORGANIZATION_TYPE_Industry: type 5'),
 (0.0005701608942027299, 'FLAG_DOCUMENT_6'),
 (0.0005589024364281228, 'ORGANIZATION_TYPE_Telecom'),
 (0.0005371383417360757, 'ORGANIZATION_TYPE_Bank'),
 (0.0005139525598630607, 'AMT_REQ_CREDIT_BUREAU_DAY'),
 (0.0004802046890650821, 'NAME_HOUSING_TYPE_Co-op apartment'),
 (0.00047502370441752977, 'FLAG_DOCUMENT_18'),
 (0.000463969949282546, 'AMT_REQ_CREDIT_BUREAU_HOUR'),
 (0.00041018510296454464, 'ORGANIZATION_TYPE_Industry: type 1'),
 (0.0003667646969142657, 'FLAG_DOCUMENT_13'),
 (0.00036648927254931787, 'ORGANIZATION_TYPE_Emergency'),
 (0.0002972112026658776, 'ORGANIZATION_TYPE_Hotel'),
 (0.0002968683762092273, 'ORGANIZATION_TYPE_Advertising'),
 (0.00027137866934454747, 'OCCUPATION_TYPE_HR staff'),
 (0.0002525710129116977, 'ORGANIZATION_TYPE_Security Ministries'),
 (0.00024704077833657067, 'OCCUPATION_TYPE_Realty agents'),
 (0.000245820162971775, 'FLAG_DOCUMENT_9'),
 (0.0002431668421381155, 'ORGANIZATION_TYPE_Realtor'),
 (0.00024052411234919686, 'ORGANIZATION_TYPE_Insurance'),
 (0.00023101645989533502, 'ORGANIZATION_TYPE_Culture'),
 (0.0002176658491516963, 'OCCUPATION_TYPE_IT staff'),
 (0.00020894516183471331, 'ORGANIZATION_TYPE_Industry: type 12'),
 (0.00020264326919268842, 'NAME_TYPE_SUITE_Other_A'),
 (0.0001965100298112724, 'ORGANIZATION_TYPE_Cleaning'),
 (0.00018369019704648815, 'ORGANIZATION_TYPE_Industry: type 10'),
 (0.00017936565877483561, 'FLAG_DOCUMENT_14'),
 (0.00016841538392292, 'ORGANIZATION_TYPE_Trade: type 6'),
 (0.00016627285174833424, 'ORGANIZATION_TYPE_Trade: type 1'),
 (0.00014988249786398986, 'FLAG_EMP_PHONE'),
 (0.0001274513192287414, 'ORGANIZATION_TYPE_Industry: type 2'),
 (0.0001160113303407749, 'NAME_EDUCATION_TYPE_Academic degree'),
 (9.491454877349932e-05, 'FLAG_DOCUMENT_19'),
 (8.586871043164468e-05, 'ORGANIZATION_TYPE_Legal Services'),
 (7.961212177895074e-05, 'FLAG_DOCUMENT_11'),
 (4.867420308056778e-05, 'FLAG_CONT_MOBILE'),
 (4.416339476547773e-05, 'NAME_TYPE_SUITE_Group of people'),
 (4.407813728130318e-05, 'FLAG_DOCUMENT_15'),
 (3.31324314704797e-05, 'ORGANIZATION_TYPE_Transport: type 1'),
 (3.16934522738362e-05, 'FLAG_DOCUMENT_20'),
 (2.6421321176067743e-05, 'FLAG_DOCUMENT_21'),
 (1.7207369059920648e-05, 'ORGANIZATION_TYPE_Industry: type 13'),
 (1.582956133791553e-05, 'NAME_INCOME_TYPE_Student'),
 (1.5336362975130902e-05, 'ORGANIZATION_TYPE_Religion'),
 (0.0, 'ORGANIZATION_TYPE_Trade: type 5'),
 (0.0, 'ORGANIZATION_TYPE_Trade: type 4'),
 (0.0, 'ORGANIZATION_TYPE_Industry: type 8'),
 (0.0, 'ORGANIZATION_TYPE_Industry: type 6'),
 (0.0, 'NAME_INCOME_TYPE_Pensioner'),
 (0.0, 'NAME_INCOME_TYPE_Businessman'),
 (0.0, 'FLAG_MOBIL'),
 (0.0, 'FLAG_DOCUMENT_7'),
 (0.0, 'FLAG_DOCUMENT_4'),
 (0.0, 'FLAG_DOCUMENT_2'),
 (0.0, 'FLAG_DOCUMENT_17'),
 (0.0, 'FLAG_DOCUMENT_12'),
 (0.0, 'FLAG_DOCUMENT_10'),
 (0.0, 'CODE_GENDER_XNA')]

# Visualize the features by importance
importances_df = pd.DataFrame(sorted(zip(model.feature_importances_, X.columns), reverse=True))
importances_df.set_index(importances_df[1], inplace=True)
importances_df.drop(columns=1, inplace=True)
importances_df.rename(columns={0: 'Feature Importances'}, inplace=True)
importances_sorted = importances_df.sort_values(by='Feature Importances')
importances_sorted.plot(kind='barh', color='lightgreen', title= 'Features Importances', legend=False)

<Axes: title={'center': 'Features Importances'}, ylabel='1'>

# Visualize the top 20 features by importance
importances_df = pd.DataFrame(sorted(zip(model.feature_importances_, X.columns), reverse=True))
importances_df.set_index(importances_df[1], inplace=True)
importances_df.drop(columns=1, inplace=True)
importances_df.rename(columns={0: 'Feature Importance'}, inplace=True)
importances_sorted = importances_df.sort_values(by='Feature Importance', ascending=False)
figure_bar_chart = importances_sorted[:20].sort_values(by='Feature Importance').plot(kind='barh', color='lightgreen', title= 'Feature Importance', legend=False)
plt.tight_layout()
plt.savefig("feature_importance_top20_figure.png")

#text tree
text_representation = tree.export_text(model)
print(text_representation)

|--- feature_27 <= -0.17
|   |--- feature_26 <= -0.11
|   |   |--- feature_27 <= -0.98
|   |   |   |--- feature_26 <= -1.00
|   |   |   |   |--- feature_26 <= -1.96
|   |   |   |   |   |--- feature_5 <= 3.11
|   |   |   |   |   |   |--- feature_7 <= -3.43
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_7 >  -3.43
|   |   |   |   |   |   |   |--- feature_134 <= 9.15
|   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.11
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.49
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.49
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.11
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.94
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.15
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.43
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.43
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.15
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -2.57
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -2.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 45
|   |   |   |   |   |   |   |--- feature_134 >  9.15
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_5 >  3.11
|   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_26 >  -1.96
|   |   |   |   |   |--- feature_27 <= -1.46
|   |   |   |   |   |   |--- feature_8 <= -2.28
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_8 >  -2.28
|   |   |   |   |   |   |   |--- feature_156 <= 5.30
|   |   |   |   |   |   |   |   |--- feature_7 <= -4.04
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  -4.04
|   |   |   |   |   |   |   |   |   |--- feature_94 <= 5.48
|   |   |   |   |   |   |   |   |   |   |--- feature_143 <= 8.23
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 55
|   |   |   |   |   |   |   |   |   |   |--- feature_143 >  8.23
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_94 >  5.48
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_156 >  5.30
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_27 >  -1.46
|   |   |   |   |   |   |--- feature_3 <= 2.43
|   |   |   |   |   |   |   |--- feature_3 <= -1.33
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.83
|   |   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.45
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  0.83
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.94
|   |   |   |   |   |   |   |   |   |   |--- feature_69 <= 1.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_69 >  1.16
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.94
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_3 >  -1.33
|   |   |   |   |   |   |   |   |--- feature_47 <= 5.03
|   |   |   |   |   |   |   |   |   |--- feature_4 <= -0.23
|   |   |   |   |   |   |   |   |   |   |--- feature_94 <= 5.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 54
|   |   |   |   |   |   |   |   |   |   |--- feature_94 >  5.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_4 >  -0.23
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 37
|   |   |   |   |   |   |   |   |--- feature_47 >  5.03
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_3 >  2.43
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_26 >  -1.00
|   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |--- feature_27 <= -1.38
|   |   |   |   |   |   |--- feature_32 <= -2.23
|   |   |   |   |   |   |   |--- feature_58 <= 1.92
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_58 >  1.92
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_32 >  -2.23
|   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |--- feature_31 <= 3.55
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 3.00
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -2.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -2.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33
|   |   |   |   |   |   |   |   |   |--- feature_58 >  3.00
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_31 >  3.55
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.77
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -2.91
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -2.91
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 32
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.77
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_27 >  -1.38
|   |   |   |   |   |   |--- feature_8 <= -1.41
|   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |--- feature_9 <= -0.25
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_9 >  -0.25
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_129 <= 2.68
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_129 >  2.68
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |--- feature_32 <= -1.80
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.62
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.62
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_32 >  -1.80
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_8 >  -1.41
|   |   |   |   |   |   |   |--- feature_3 <= -0.92
|   |   |   |   |   |   |   |   |--- feature_0 <= -0.03
|   |   |   |   |   |   |   |   |   |--- feature_115 <= 0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.61
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 31
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_115 >  0.90
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_0 >  -0.03
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.03
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.03
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |--- feature_3 >  -0.92
|   |   |   |   |   |   |   |   |--- feature_9 <= -1.33
|   |   |   |   |   |   |   |   |   |--- feature_32 <= -0.11
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.13
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  1.13
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_32 >  -0.11
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.15
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.15
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_9 >  -1.33
|   |   |   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.81
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 44
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.81
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |--- feature_9 <= 0.84
|   |   |   |   |   |   |--- feature_7 <= -1.55
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_7 >  -1.55
|   |   |   |   |   |   |   |--- feature_4 <= -1.23
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_4 >  -1.23
|   |   |   |   |   |   |   |   |--- feature_9 <= 0.73
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.95
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.95
|   |   |   |   |   |   |   |   |   |   |--- feature_86 <= 1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 12
|   |   |   |   |   |   |   |   |   |   |--- feature_86 >  1.26
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_9 >  0.73
|   |   |   |   |   |   |   |   |   |--- feature_124 <= 5.20
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_124 >  5.20
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_9 >  0.84
|   |   |   |   |   |   |--- feature_26 <= -0.18
|   |   |   |   |   |   |   |--- feature_3 <= 2.24
|   |   |   |   |   |   |   |   |--- feature_4 <= -1.04
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  -1.04
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 1.92
|   |   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_58 >  1.92
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_3 >  2.24
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_26 >  -0.18
|   |   |   |   |   |   |   |--- feature_110 <= 8.94
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_110 >  8.94
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |--- feature_27 >  -0.98
|   |   |   |--- feature_26 <= -1.07
|   |   |   |   |--- feature_100 <= 1.18
|   |   |   |   |   |--- feature_7 <= -0.23
|   |   |   |   |   |   |--- feature_90 <= 3.20
|   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |--- feature_18 <= -1.16
|   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.49
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.77
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.77
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.49
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_18 >  -1.16
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.07
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.07
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 41
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_90 >  3.20
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_7 >  -0.23
|   |   |   |   |   |   |--- feature_80 <= -0.34
|   |   |   |   |   |   |   |--- feature_8 <= 0.47
|   |   |   |   |   |   |   |   |--- feature_8 <= 0.37
|   |   |   |   |   |   |   |   |   |--- feature_4 <= -1.02
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -1.07
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -1.07
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_4 >  -1.02
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.84
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  1.84
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  0.37
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_8 >  0.47
|   |   |   |   |   |   |   |   |--- feature_4 <= 1.11
|   |   |   |   |   |   |   |   |   |--- feature_56 <= 1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 37
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_56 >  1.40
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  1.11
|   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.26
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.88
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  0.88
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_80 >  -0.34
|   |   |   |   |   |   |   |--- feature_2 <= -0.97
|   |   |   |   |   |   |   |   |--- feature_7 <= -0.13
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  -0.13
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.42
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.42
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_2 >  -0.97
|   |   |   |   |   |   |   |   |--- feature_4 <= 0.42
|   |   |   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |   |   |--- feature_172 <= 11.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 48
|   |   |   |   |   |   |   |   |   |   |--- feature_172 >  11.30
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.23
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.23
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  0.42
|   |   |   |   |   |   |   |   |   |--- feature_155 <= 2.00
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -2.24
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -2.24
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 29
|   |   |   |   |   |   |   |   |   |--- feature_155 >  2.00
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_100 >  1.18
|   |   |   |   |   |--- feature_7 <= -0.15
|   |   |   |   |   |   |--- feature_6 <= -0.01
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_6 >  -0.01
|   |   |   |   |   |   |   |--- feature_7 <= -0.46
|   |   |   |   |   |   |   |   |--- feature_5 <= -0.78
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_5 >  -0.78
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.01
|   |   |   |   |   |   |   |   |   |   |--- feature_161 <= 2.71
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_161 >  2.71
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.01
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_7 >  -0.46
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_7 >  -0.15
|   |   |   |   |   |   |--- feature_27 <= -0.38
|   |   |   |   |   |   |   |--- feature_4 <= 1.09
|   |   |   |   |   |   |   |   |--- feature_16 <= 2.33
|   |   |   |   |   |   |   |   |   |--- feature_15 <= 1.81
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -2.27
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -2.27
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |--- feature_15 >  1.81
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= 0.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  0.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_16 >  2.33
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_4 >  1.09
|   |   |   |   |   |   |   |   |--- feature_122 <= 12.46
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_122 >  12.46
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_27 >  -0.38
|   |   |   |   |   |   |   |--- feature_8 <= 1.14
|   |   |   |   |   |   |   |   |--- feature_127 <= 0.54
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -2.17
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.80
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.80
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -2.17
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_127 >  0.54
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_8 >  1.14
|   |   |   |   |   |   |   |   |--- feature_65 <= 0.28
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.25
|   |   |   |   |   |   |   |   |   |   |--- feature_86 <= 1.26
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_86 >  1.26
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.25
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_65 >  0.28
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_26 >  -1.07
|   |   |   |   |--- feature_7 <= -1.01
|   |   |   |   |   |--- feature_27 <= -0.62
|   |   |   |   |   |   |--- feature_27 <= -0.86
|   |   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |   |--- feature_1 <= -0.06
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.27
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.27
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_1 >  -0.06
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  -0.86
|   |   |   |   |   |   |   |--- feature_0 <= 1.26
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.90
|   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.59
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  0.59
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.26
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.26
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.90
|   |   |   |   |   |   |   |   |   |--- feature_57 <= 2.05
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 27
|   |   |   |   |   |   |   |   |   |--- feature_57 >  2.05
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_0 >  1.26
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_27 >  -0.62
|   |   |   |   |   |   |--- feature_1 <= 0.04
|   |   |   |   |   |   |   |--- feature_28 <= 0.82
|   |   |   |   |   |   |   |   |--- feature_30 <= -0.39
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -1.32
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.17
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.17
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -1.32
|   |   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_30 >  -0.39
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.02
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.02
|   |   |   |   |   |   |   |   |   |   |--- feature_117 <= 1.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |   |   |--- feature_117 >  1.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_28 >  0.82
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_1 >  0.04
|   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |--- feature_3 <= 0.65
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_3 >  0.65
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_7 >  -1.01
|   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |--- feature_6 <= 0.62
|   |   |   |   |   |   |   |   |--- feature_26 <= -0.22
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.74
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.74
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.83
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.83
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 28
|   |   |   |   |   |   |   |   |--- feature_26 >  -0.22
|   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |--- feature_64 <= -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_64 >  -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_6 >  0.62
|   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.73
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.73
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.01
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.01
|   |   |   |   |   |   |   |   |   |   |--- feature_119 <= 0.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_119 >  0.90
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |--- feature_8 <= -1.96
|   |   |   |   |   |   |   |   |--- feature_5 <= 0.05
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_5 >  0.05
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_8 >  -1.96
|   |   |   |   |   |   |   |   |--- feature_9 <= -1.11
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.54
|   |   |   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.54
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_9 >  -1.11
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.03
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.03
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.30
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |--- feature_27 <= -0.57
|   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |--- feature_8 <= -1.02
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.02
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.02
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 12
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.05
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  -1.02
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.41
|   |   |   |   |   |   |   |   |   |   |--- feature_107 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_107 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.41
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= 0.93
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 44
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  0.93
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.49
|   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.16
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  0.16
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  0.49
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  -0.57
|   |   |   |   |   |   |   |--- feature_7 <= 0.90
|   |   |   |   |   |   |   |   |--- feature_32 <= -0.68
|   |   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |   |--- feature_64 <= -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_64 >  -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.47
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.47
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |--- feature_32 >  -0.68
|   |   |   |   |   |   |   |   |   |--- feature_85 <= -0.52
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |--- feature_85 >  -0.52
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 2.24
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 50
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  2.24
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_7 >  0.90
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.76
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.76
|   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.48
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |--- feature_3 >  0.48
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |--- feature_26 >  -0.11
|   |   |--- feature_27 <= -1.09
|   |   |   |--- feature_26 <= 0.88
|   |   |   |   |--- feature_4 <= 0.42
|   |   |   |   |   |--- feature_3 <= -0.85
|   |   |   |   |   |   |--- feature_152 <= 2.17
|   |   |   |   |   |   |   |--- feature_3 <= -0.89
|   |   |   |   |   |   |   |   |--- feature_3 <= -1.54
|   |   |   |   |   |   |   |   |   |--- feature_129 <= 2.68
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -1.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -1.67
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_129 >  2.68
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_3 >  -1.54
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.82
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.82
|   |   |   |   |   |   |   |   |   |   |--- feature_148 <= 4.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 40
|   |   |   |   |   |   |   |   |   |   |--- feature_148 >  4.31
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_3 >  -0.89
|   |   |   |   |   |   |   |   |--- feature_95 <= 3.32
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.60
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.60
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_95 >  3.32
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.17
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.17
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_152 >  2.17
|   |   |   |   |   |   |   |--- feature_5 <= 1.67
|   |   |   |   |   |   |   |   |--- feature_26 <= -0.06
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 0.31
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_58 >  0.31
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  -0.06
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_5 >  1.67
|   |   |   |   |   |   |   |   |--- feature_4 <= -0.61
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_4 >  -0.61
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_3 >  -0.85
|   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |--- feature_27 <= -1.71
|   |   |   |   |   |   |   |   |--- feature_9 <= -1.46
|   |   |   |   |   |   |   |   |   |--- feature_78 <= 1.59
|   |   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_78 >  1.59
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_9 >  -1.46
|   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= -0.04
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  -0.04
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_32 >  0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.75
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.75
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 28
|   |   |   |   |   |   |   |--- feature_27 >  -1.71
|   |   |   |   |   |   |   |   |--- feature_109 <= 4.76
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -3.90
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -3.90
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= -0.79
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 31
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  -0.79
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 49
|   |   |   |   |   |   |   |   |--- feature_109 >  4.76
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.57
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.57
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |--- feature_7 <= -0.57
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.37
|   |   |   |   |   |   |   |   |   |--- feature_56 <= 0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |--- feature_56 >  0.26
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.37
|   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.33
|   |   |   |   |   |   |   |   |   |   |--- feature_36 <= 3.92
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_36 >  3.92
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_8 >  1.33
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_7 >  -0.57
|   |   |   |   |   |   |   |   |--- feature_3 <= 1.42
|   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.27
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.59
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 18
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.59
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.27
|   |   |   |   |   |   |   |   |   |   |--- feature_116 <= 0.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 32
|   |   |   |   |   |   |   |   |   |   |--- feature_116 >  0.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |--- feature_3 >  1.42
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.77
|   |   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.77
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_4 >  0.42
|   |   |   |   |   |--- feature_85 <= -0.52
|   |   |   |   |   |   |--- feature_4 <= 0.60
|   |   |   |   |   |   |   |--- feature_3 <= -0.52
|   |   |   |   |   |   |   |   |--- feature_24 <= 0.43
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_24 >  0.43
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_3 >  -0.52
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_4 >  0.60
|   |   |   |   |   |   |   |--- feature_7 <= -0.29
|   |   |   |   |   |   |   |   |--- feature_4 <= 1.06
|   |   |   |   |   |   |   |   |   |--- feature_66 <= 0.37
|   |   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_66 >  0.37
|   |   |   |   |   |   |   |   |   |   |--- feature_78 <= 1.59
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_78 >  1.59
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  1.06
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_7 >  -0.29
|   |   |   |   |   |   |   |   |--- feature_6 <= 1.27
|   |   |   |   |   |   |   |   |   |--- feature_88 <= 1.78
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |--- feature_88 >  1.78
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_6 >  1.27
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_85 >  -0.52
|   |   |   |   |   |   |--- feature_27 <= -2.09
|   |   |   |   |   |   |   |--- feature_7 <= -4.19
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_7 >  -4.19
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  -2.09
|   |   |   |   |   |   |   |--- feature_27 <= -1.42
|   |   |   |   |   |   |   |   |--- feature_93 <= 2.50
|   |   |   |   |   |   |   |   |   |--- feature_177 <= 3.27
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.41
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.41
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_177 >  3.27
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_93 >  2.50
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  -1.42
|   |   |   |   |   |   |   |   |--- feature_5 <= 0.01
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -1.39
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -1.39
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |--- feature_5 >  0.01
|   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.19
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_2 >  1.19
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.38
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.38
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |--- feature_26 >  0.88
|   |   |   |   |--- feature_27 <= -1.52
|   |   |   |   |   |--- feature_3 <= -1.19
|   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |--- feature_26 <= 1.12
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.94
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  0.94
|   |   |   |   |   |   |   |   |   |--- feature_121 <= 0.88
|   |   |   |   |   |   |   |   |   |   |--- feature_20 <= 3.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_20 >  3.82
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_121 >  0.88
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_26 >  1.12
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_3 >  -1.19
|   |   |   |   |   |   |--- feature_27 <= -2.02
|   |   |   |   |   |   |   |--- feature_8 <= 0.74
|   |   |   |   |   |   |   |   |--- feature_16 <= 0.23
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_16 >  0.23
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.22
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.27
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  0.27
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.22
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_8 >  0.74
|   |   |   |   |   |   |   |   |--- feature_32 <= 0.60
|   |   |   |   |   |   |   |   |   |--- feature_89 <= 0.94
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.08
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_89 >  0.94
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_32 >  0.60
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  -2.02
|   |   |   |   |   |   |   |--- feature_27 <= -1.97
|   |   |   |   |   |   |   |   |--- feature_116 <= 0.92
|   |   |   |   |   |   |   |   |   |--- feature_93 <= 2.50
|   |   |   |   |   |   |   |   |   |   |--- feature_103 <= 2.12
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_103 >  2.12
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_93 >  2.50
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_116 >  0.92
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  -1.97
|   |   |   |   |   |   |   |   |--- feature_9 <= -1.59
|   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_9 >  -1.59
|   |   |   |   |   |   |   |   |   |--- feature_66 <= 0.37
|   |   |   |   |   |   |   |   |   |   |--- feature_60 <= 1.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 34
|   |   |   |   |   |   |   |   |   |   |--- feature_60 >  1.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_66 >  0.37
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.09
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 34
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.09
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |--- feature_27 >  -1.52
|   |   |   |   |   |--- feature_6 <= -1.49
|   |   |   |   |   |   |--- feature_3 <= 2.23
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_3 >  2.23
|   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_6 >  -1.49
|   |   |   |   |   |   |--- feature_59 <= -1.53
|   |   |   |   |   |   |   |--- feature_1 <= -0.08
|   |   |   |   |   |   |   |   |--- feature_5 <= -0.96
|   |   |   |   |   |   |   |   |   |--- feature_78 <= 1.59
|   |   |   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_78 >  1.59
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_5 >  -0.96
|   |   |   |   |   |   |   |   |   |--- feature_30 <= 0.84
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_30 >  0.84
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_1 >  -0.08
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_59 >  -1.53
|   |   |   |   |   |   |   |--- feature_2 <= 0.40
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.92
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -1.50
|   |   |   |   |   |   |   |   |   |   |--- feature_173 <= 2.57
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_173 >  2.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -1.50
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 31
|   |   |   |   |   |   |   |   |--- feature_7 >  0.92
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_2 >  0.40
|   |   |   |   |   |   |   |   |--- feature_121 <= 0.88
|   |   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= -1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  -1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33
|   |   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= 1.38
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  1.38
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_121 >  0.88
|   |   |   |   |   |   |   |   |   |--- feature_30 <= 0.84
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_30 >  0.84
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.04
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.04
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |--- feature_27 >  -1.09
|   |   |   |--- feature_82 <= 0.67
|   |   |   |   |--- feature_26 <= 1.06
|   |   |   |   |   |--- feature_7 <= 0.32
|   |   |   |   |   |   |--- feature_4 <= 1.75
|   |   |   |   |   |   |   |--- feature_27 <= -0.51
|   |   |   |   |   |   |   |   |--- feature_2 <= -1.09
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.84
|   |   |   |   |   |   |   |   |   |   |--- feature_23 <= 1.31
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_23 >  1.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_9 >  0.84
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |--- feature_2 >  -1.09
|   |   |   |   |   |   |   |   |   |--- feature_109 <= 4.76
|   |   |   |   |   |   |   |   |   |   |--- feature_157 <= 5.03
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 54
|   |   |   |   |   |   |   |   |   |   |--- feature_157 >  5.03
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_109 >  4.76
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  -0.51
|   |   |   |   |   |   |   |   |--- feature_73 <= 2.45
|   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.31
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.75
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 35
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.75
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |--- feature_3 >  1.31
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |--- feature_73 >  2.45
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.96
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.96
|   |   |   |   |   |   |   |   |   |   |--- feature_116 <= 0.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_116 >  0.92
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_4 >  1.75
|   |   |   |   |   |   |   |--- feature_32 <= -1.77
|   |   |   |   |   |   |   |   |--- feature_19 <= -0.19
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_19 >  -0.19
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.04
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.04
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.26
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_32 >  -1.77
|   |   |   |   |   |   |   |   |--- feature_5 <= -1.07
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.73
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_19 >  0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= 2.35
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  2.35
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_5 >  -1.07
|   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.58
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.05
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_26 >  0.58
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_7 >  0.32
|   |   |   |   |   |   |--- feature_2 <= -1.15
|   |   |   |   |   |   |   |--- feature_27 <= -0.67
|   |   |   |   |   |   |   |   |--- feature_4 <= -1.27
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  -1.27
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.28
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.28
|   |   |   |   |   |   |   |   |   |   |--- feature_64 <= -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_64 >  -0.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_27 >  -0.67
|   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.79
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.69
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.69
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.79
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.60
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.60
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.40
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_26 >  0.40
|   |   |   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_2 >  -1.15
|   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |--- feature_58 <= -0.23
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.53
|   |   |   |   |   |   |   |   |   |   |--- feature_47 <= 5.03
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_47 >  5.03
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.53
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |--- feature_58 >  -0.23
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 0.31
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |--- feature_58 >  0.31
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |--- feature_32 <= -1.96
|   |   |   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.83
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.83
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= 0.02
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  0.02
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_32 >  -1.96
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.86
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 38
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.86
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 51
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 34
|   |   |   |   |--- feature_26 >  1.06
|   |   |   |   |   |--- feature_26 <= 1.44
|   |   |   |   |   |   |--- feature_3 <= 2.18
|   |   |   |   |   |   |   |--- feature_59 <= -1.53
|   |   |   |   |   |   |   |   |--- feature_169 <= 3.78
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.33
|   |   |   |   |   |   |   |   |   |   |--- feature_69 <= 1.16
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_69 >  1.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.33
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 0.71
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  0.71
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_169 >  3.78
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.27
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_19 >  0.27
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_59 >  -1.53
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.64
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.91
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.91
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.60
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.60
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |--- feature_7 >  0.64
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 1.67
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.86
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.86
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |--- feature_5 >  1.67
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.25
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_3 >  2.18
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_26 >  1.44
|   |   |   |   |   |   |--- feature_98 <= 3.20
|   |   |   |   |   |   |   |--- feature_4 <= 2.45
|   |   |   |   |   |   |   |   |--- feature_169 <= 3.78
|   |   |   |   |   |   |   |   |   |--- feature_31 <= 3.55
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.61
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_31 >  3.55
|   |   |   |   |   |   |   |   |   |   |--- feature_118 <= 2.00
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_118 >  2.00
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_169 >  3.78
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.19
|   |   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.19
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_4 >  2.45
|   |   |   |   |   |   |   |   |--- feature_7 <= -0.78
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_7 >  -0.78
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_98 >  3.20
|   |   |   |   |   |   |   |--- feature_5 <= -0.84
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_5 >  -0.84
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_82 >  0.67
|   |   |   |   |--- feature_26 <= 0.92
|   |   |   |   |   |--- feature_3 <= -0.85
|   |   |   |   |   |   |--- feature_1 <= 0.03
|   |   |   |   |   |   |   |--- feature_19 <= -1.71
|   |   |   |   |   |   |   |   |--- feature_60 <= 1.53
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.70
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.70
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_60 >  1.53
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_19 >  -1.71
|   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |--- feature_146 <= 6.90
|   |   |   |   |   |   |   |   |   |   |--- feature_126 <= 2.33
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_126 >  2.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_146 >  6.90
|   |   |   |   |   |   |   |   |   |   |--- feature_96 <= 1.78
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_96 >  1.78
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |--- feature_118 <= 2.00
|   |   |   |   |   |   |   |   |   |   |--- feature_111 <= 0.97
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_111 >  0.97
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_118 >  2.00
|   |   |   |   |   |   |   |   |   |   |--- feature_59 <= -1.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_59 >  -1.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_1 >  0.03
|   |   |   |   |   |   |   |--- feature_66 <= 0.37
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.37
|   |   |   |   |   |   |   |   |   |--- feature_36 <= 3.92
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_36 >  3.92
|   |   |   |   |   |   |   |   |   |   |--- feature_76 <= 0.54
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_76 >  0.54
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_26 >  0.37
|   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.46
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  0.46
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_66 >  0.37
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_3 >  -0.85
|   |   |   |   |   |   |--- feature_7 <= -0.65
|   |   |   |   |   |   |   |--- feature_27 <= -0.90
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.57
|   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.11
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.20
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.11
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  0.57
|   |   |   |   |   |   |   |   |   |--- feature_126 <= 2.33
|   |   |   |   |   |   |   |   |   |   |--- feature_112 <= 6.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_112 >  6.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_126 >  2.33
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_27 >  -0.90
|   |   |   |   |   |   |   |   |--- feature_2 <= 3.51
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.06
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.55
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  0.55
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.06
|   |   |   |   |   |   |   |   |   |   |--- feature_156 <= 5.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_156 >  5.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_2 >  3.51
|   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.71
|   |   |   |   |   |   |   |   |   |   |--- feature_17 <= 0.81
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_17 >  0.81
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_26 >  0.71
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_7 >  -0.65
|   |   |   |   |   |   |   |--- feature_4 <= 0.46
|   |   |   |   |   |   |   |   |--- feature_6 <= 1.25
|   |   |   |   |   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 30
|   |   |   |   |   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.43
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.43
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |--- feature_6 >  1.25
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.92
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.92
|   |   |   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_4 >  0.46
|   |   |   |   |   |   |   |   |--- feature_1 <= 0.14
|   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.21
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |--- feature_2 >  1.21
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.70
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.70
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |--- feature_1 >  0.14
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.34
|   |   |   |   |   |   |   |   |   |   |--- feature_56 <= 0.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_56 >  0.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.34
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.45
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_26 >  0.92
|   |   |   |   |   |--- feature_9 <= 1.27
|   |   |   |   |   |   |--- feature_7 <= 0.90
|   |   |   |   |   |   |   |--- feature_3 <= -0.96
|   |   |   |   |   |   |   |   |--- feature_143 <= 8.23
|   |   |   |   |   |   |   |   |   |--- feature_55 <= 2.30
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_55 >  2.30
|   |   |   |   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_143 >  8.23
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_3 >  -0.96
|   |   |   |   |   |   |   |   |--- feature_3 <= -0.95
|   |   |   |   |   |   |   |   |   |--- feature_32 <= -1.48
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_32 >  -1.48
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_3 >  -0.95
|   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |--- feature_156 <= 5.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_156 >  5.30
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |--- feature_7 >  0.90
|   |   |   |   |   |   |   |--- feature_27 <= -0.77
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.95
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.64
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= 0.63
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  0.63
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  0.95
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  -0.77
|   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |--- feature_88 <= 1.78
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_88 >  1.78
|   |   |   |   |   |   |   |   |   |   |--- feature_107 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_107 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.46
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.75
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.75
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.46
|   |   |   |   |   |   |   |   |   |   |--- feature_56 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_56 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_9 >  1.27
|   |   |   |   |   |   |--- feature_8 <= -1.38
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_8 >  -1.38
|   |   |   |   |   |   |   |--- feature_111 <= 0.97
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.90
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 1.92
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_58 >  1.92
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.90
|   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.31
|   |   |   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |--- feature_1 >  0.31
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_111 >  0.97
|   |   |   |   |   |   |   |   |--- class: 0
|--- feature_27 >  -0.17
|   |--- feature_26 <= 0.38
|   |   |--- feature_26 <= -1.41
|   |   |   |--- feature_27 <= 0.66
|   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |--- feature_4 <= 0.50
|   |   |   |   |   |   |--- feature_7 <= -0.31
|   |   |   |   |   |   |   |--- feature_32 <= 0.89
|   |   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |   |--- feature_60 <= 1.53
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_60 >  1.53
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_32 >  0.89
|   |   |   |   |   |   |   |   |--- feature_6 <= -0.67
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.30
|   |   |   |   |   |   |   |   |   |   |--- feature_76 <= 0.54
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_76 >  0.54
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.30
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_6 >  -0.67
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_7 >  -0.31
|   |   |   |   |   |   |   |--- feature_1 <= 0.16
|   |   |   |   |   |   |   |   |--- feature_118 <= 2.00
|   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |--- feature_28 <= -0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_28 >  -0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.18
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |--- feature_118 >  2.00
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.92
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.92
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_1 >  0.16
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_4 >  0.50
|   |   |   |   |   |   |--- feature_5 <= -1.37
|   |   |   |   |   |   |   |--- feature_115 <= 0.90
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_115 >  0.90
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_5 >  -1.37
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |--- feature_2 <= 1.95
|   |   |   |   |   |   |   |--- feature_26 <= -1.43
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.10
|   |   |   |   |   |   |   |   |   |--- feature_94 <= 5.48
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.89
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.89
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 34
|   |   |   |   |   |   |   |   |   |--- feature_94 >  5.48
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_27 >  0.10
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -1.52
|   |   |   |   |   |   |   |   |   |   |--- feature_95 <= 3.32
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_95 >  3.32
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -1.52
|   |   |   |   |   |   |   |   |   |   |--- feature_56 <= 0.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 40
|   |   |   |   |   |   |   |   |   |   |--- feature_56 >  0.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |--- feature_26 >  -1.43
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_2 >  1.95
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |--- feature_4 <= 0.42
|   |   |   |   |   |   |   |--- feature_7 <= -3.55
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_7 >  -3.55
|   |   |   |   |   |   |   |   |--- feature_9 <= -1.14
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.27
|   |   |   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.27
|   |   |   |   |   |   |   |   |   |   |--- feature_113 <= 2.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_113 >  2.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_9 >  -1.14
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.28
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.64
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 46
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  1.64
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  0.28
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.46
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  0.46
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |--- feature_4 >  0.42
|   |   |   |   |   |   |   |--- feature_3 <= 1.41
|   |   |   |   |   |   |   |   |--- feature_1 <= -0.09
|   |   |   |   |   |   |   |   |   |--- feature_119 <= 0.90
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_119 >  0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_1 >  -0.09
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.89
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -1.54
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -1.54
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.89
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= 0.70
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  0.70
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |--- feature_3 >  1.41
|   |   |   |   |   |   |   |   |--- feature_94 <= 5.48
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_94 >  5.48
|   |   |   |   |   |   |   |   |   |--- feature_67 <= -0.37
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_67 >  -0.37
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_27 >  0.66
|   |   |   |   |--- feature_26 <= -2.02
|   |   |   |   |   |--- feature_9 <= 1.64
|   |   |   |   |   |   |--- feature_2 <= -0.71
|   |   |   |   |   |   |   |--- feature_9 <= -0.80
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.74
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.72
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  0.72
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_27 >  0.74
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_9 >  -0.80
|   |   |   |   |   |   |   |   |--- feature_27 <= 1.49
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.00
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -2.19
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -2.19
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.00
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.67
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |--- feature_27 >  1.49
|   |   |   |   |   |   |   |   |   |--- feature_69 <= 1.16
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_69 >  1.16
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_2 >  -0.71
|   |   |   |   |   |   |   |--- feature_9 <= 1.50
|   |   |   |   |   |   |   |   |--- feature_103 <= 2.12
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.86
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.86
|   |   |   |   |   |   |   |   |   |   |--- feature_107 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |   |--- feature_107 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_103 >  2.12
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_9 >  1.50
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_9 >  1.64
|   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_26 >  -2.02
|   |   |   |   |   |--- feature_7 <= 0.13
|   |   |   |   |   |   |--- feature_27 <= 1.56
|   |   |   |   |   |   |   |--- feature_4 <= -1.15
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_4 >  -1.15
|   |   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.36
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.55
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  0.55
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.36
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 0.71
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  0.71
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |   |--- feature_116 <= 0.92
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_116 >  0.92
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  1.56
|   |   |   |   |   |   |   |--- feature_100 <= 1.18
|   |   |   |   |   |   |   |   |--- feature_161 <= 2.71
|   |   |   |   |   |   |   |   |   |--- feature_114 <= 6.14
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_114 >  6.14
|   |   |   |   |   |   |   |   |   |   |--- feature_115 <= 0.90
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_115 >  0.90
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_161 >  2.71
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.08
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.08
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_100 >  1.18
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.10
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.51
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.51
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.10
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_7 >  0.13
|   |   |   |   |   |   |--- feature_3 <= -0.84
|   |   |   |   |   |   |   |--- feature_9 <= -0.43
|   |   |   |   |   |   |   |   |--- feature_30 <= 2.07
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.91
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.93
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.93
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.91
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.83
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  0.83
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_30 >  2.07
|   |   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_9 >  -0.43
|   |   |   |   |   |   |   |   |--- feature_6 <= 1.49
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.05
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= 0.43
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  0.43
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.05
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.82
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.82
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_6 >  1.49
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_3 >  -0.84
|   |   |   |   |   |   |   |--- feature_2 <= 1.12
|   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 37
|   |   |   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |--- feature_120 <= 0.87
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.81
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.81
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_120 >  0.87
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -1.75
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -1.75
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_2 >  1.12
|   |   |   |   |   |   |   |   |--- feature_3 <= 0.68
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_3 >  0.68
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.41
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.41
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  -0.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |--- feature_26 >  -1.41
|   |   |   |--- feature_7 <= -0.51
|   |   |   |   |--- feature_27 <= 1.05
|   |   |   |   |   |--- feature_6 <= -0.50
|   |   |   |   |   |   |--- feature_2 <= -1.10
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_2 >  -1.10
|   |   |   |   |   |   |   |--- feature_8 <= -2.03
|   |   |   |   |   |   |   |   |--- feature_27 <= -0.07
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.09
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.09
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_27 >  -0.07
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -3.51
|   |   |   |   |   |   |   |   |   |   |--- feature_28 <= 0.42
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_28 >  0.42
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -3.51
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_8 >  -2.03
|   |   |   |   |   |   |   |   |--- feature_8 <= -2.02
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_8 >  -2.02
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_16 <= -0.81
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_16 >  -0.81
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= 0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |--- feature_6 >  -0.50
|   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |--- feature_27 <= 0.11
|   |   |   |   |   |   |   |   |--- feature_7 <= -2.23
|   |   |   |   |   |   |   |   |   |--- feature_31 <= 3.55
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_31 >  3.55
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_7 >  -2.23
|   |   |   |   |   |   |   |   |   |--- feature_32 <= 1.12
|   |   |   |   |   |   |   |   |   |   |--- feature_108 <= 2.38
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |   |   |   |--- feature_108 >  2.38
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_32 >  1.12
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -1.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -1.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |--- feature_27 >  0.11
|   |   |   |   |   |   |   |   |--- feature_80 <= -0.34
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.35
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.64
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  0.64
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.35
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  0.21
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |--- feature_80 >  -0.34
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.72
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 32
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.72
|   |   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |--- feature_1 <= -0.05
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.23
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.23
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.93
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 0.42
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  0.42
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.93
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 0.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  0.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |--- feature_1 >  -0.05
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.38
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.51
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= 0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.51
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.47
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.47
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_26 >  0.38
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |--- feature_27 >  1.05
|   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |--- feature_7 <= -1.00
|   |   |   |   |   |   |   |--- feature_26 <= -1.20
|   |   |   |   |   |   |   |   |--- feature_6 <= -1.25
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.06
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.06
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= 0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  0.31
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_6 >  -1.25
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_26 >  -1.20
|   |   |   |   |   |   |   |   |--- feature_3 <= -1.70
|   |   |   |   |   |   |   |   |   |--- feature_126 <= 2.33
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_126 >  2.33
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_3 >  -1.70
|   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.37
|   |   |   |   |   |   |   |   |   |   |--- feature_125 <= 3.13
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_125 >  3.13
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_26 >  0.37
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_7 >  -1.00
|   |   |   |   |   |   |   |--- feature_26 <= -0.19
|   |   |   |   |   |   |   |   |--- feature_32 <= 0.72
|   |   |   |   |   |   |   |   |   |--- feature_19 <= -1.10
|   |   |   |   |   |   |   |   |   |   |--- feature_129 <= 2.68
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_129 >  2.68
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_19 >  -1.10
|   |   |   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_32 >  0.72
|   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= -1.04
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  -1.04
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  0.04
|   |   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_26 >  -0.19
|   |   |   |   |   |   |   |   |--- feature_7 <= -0.79
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.12
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.19
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.19
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_7 >  -0.79
|   |   |   |   |   |   |   |   |   |--- feature_30 <= 1.66
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_30 >  1.66
|   |   |   |   |   |   |   |   |   |   |--- feature_121 <= 0.88
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_121 >  0.88
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |--- feature_3 <= 1.81
|   |   |   |   |   |   |   |--- feature_1 <= -0.18
|   |   |   |   |   |   |   |   |--- feature_113 <= 2.61
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_113 >  2.61
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.65
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.65
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_1 >  -0.18
|   |   |   |   |   |   |   |   |--- feature_32 <= -2.81
|   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.34
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.01
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.01
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.34
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_32 >  -2.81
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.00
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.00
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |--- feature_3 >  1.81
|   |   |   |   |   |   |   |--- feature_3 <= 2.13
|   |   |   |   |   |   |   |   |--- feature_30 <= 0.02
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -2.19
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -2.19
|   |   |   |   |   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_30 >  0.02
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_3 >  2.13
|   |   |   |   |   |   |   |   |--- feature_8 <= -2.35
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_8 >  -2.35
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_7 >  -0.51
|   |   |   |   |--- feature_27 <= 0.59
|   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |--- feature_6 <= -1.54
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.27
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.97
|   |   |   |   |   |   |   |   |   |   |--- feature_165 <= 6.34
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_165 >  6.34
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.97
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_26 >  0.27
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.51
|   |   |   |   |   |   |   |   |   |   |--- feature_12 <= 0.56
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_12 >  0.56
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.51
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_6 >  -1.54
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.30
|   |   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.47
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.47
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 43
|   |   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  0.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |--- feature_27 >  0.30
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.64
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.64
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 31
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_116 <= 0.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_116 >  0.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |--- feature_65 <= 0.28
|   |   |   |   |   |   |   |   |--- feature_26 <= -0.81
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.66
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= 1.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 18
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  1.92
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.66
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  -0.81
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 39
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_65 >  0.28
|   |   |   |   |   |   |   |   |--- feature_8 <= -1.57
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -2.10
|   |   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -2.10
|   |   |   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_8 >  -1.57
|   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.81
|   |   |   |   |   |   |   |   |   |   |--- feature_31 <= 0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 30
|   |   |   |   |   |   |   |   |   |   |--- feature_31 >  0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.81
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 44
|   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |--- feature_6 <= 0.53
|   |   |   |   |   |   |   |--- feature_9 <= -1.57
|   |   |   |   |   |   |   |   |--- feature_102 <= 10.35
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_102 >  10.35
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_9 >  -1.57
|   |   |   |   |   |   |   |   |--- feature_93 <= 2.50
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.05
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 27
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.05
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.58
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.58
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |--- feature_93 >  2.50
|   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.51
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 1.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  1.16
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_3 >  0.51
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_6 >  0.53
|   |   |   |   |   |   |   |--- feature_26 <= -0.19
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.13
|   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.80
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.80
|   |   |   |   |   |   |   |   |   |   |--- feature_71 <= 9.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_71 >  9.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.13
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.47
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  0.47
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.28
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.28
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_26 >  -0.19
|   |   |   |   |   |   |   |   |--- feature_9 <= 1.48
|   |   |   |   |   |   |   |   |   |--- feature_19 <= -2.02
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.03
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.03
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_19 >  -2.02
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_9 >  1.48
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.62
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.17
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.17
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  1.62
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_27 >  0.59
|   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |--- feature_6 <= 0.20
|   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.89
|   |   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |   |--- feature_121 <= 0.88
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_121 >  0.88
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.89
|   |   |   |   |   |   |   |   |   |--- feature_32 <= -1.23
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  1.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_32 >  -1.23
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.29
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  1.29
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |--- feature_26 <= -0.81
|   |   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |   |--- feature_155 <= 2.00
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_155 >  2.00
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.00
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.00
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |--- feature_26 >  -0.81
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.84
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.49
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  1.49
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.84
|   |   |   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 36
|   |   |   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |--- feature_6 >  0.20
|   |   |   |   |   |   |   |--- feature_2 <= -0.97
|   |   |   |   |   |   |   |   |--- feature_119 <= 0.90
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.57
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= -1.10
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  -1.10
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |--- feature_119 >  0.90
|   |   |   |   |   |   |   |   |   |--- feature_26 <= -0.33
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_26 >  -0.33
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.90
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |--- feature_2 >  -0.97
|   |   |   |   |   |   |   |   |--- feature_4 <= -0.23
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -1.10
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -1.10
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 36
|   |   |   |   |   |   |   |   |--- feature_4 >  -0.23
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.16
|   |   |   |   |   |   |   |   |   |   |--- feature_86 <= 1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 34
|   |   |   |   |   |   |   |   |   |   |--- feature_86 >  1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.16
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.76
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.76
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |--- feature_26 <= -0.96
|   |   |   |   |   |   |   |--- feature_7 <= 0.64
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.15
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.63
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.37
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.63
|   |   |   |   |   |   |   |   |   |   |--- feature_60 <= 1.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_60 >  1.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.15
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.58
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.05
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.58
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.62
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.62
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |--- feature_7 >  0.64
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.80
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.80
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.70
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  0.70
|   |   |   |   |   |   |   |   |   |   |--- feature_117 <= 1.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_117 >  1.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_26 >  -0.96
|   |   |   |   |   |   |   |--- feature_27 <= 1.03
|   |   |   |   |   |   |   |   |--- feature_3 <= -1.06
|   |   |   |   |   |   |   |   |   |--- feature_9 <= 0.60
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_9 >  0.60
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.19
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.19
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_3 >  -1.06
|   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_58 <= -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_58 >  -0.77
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |--- feature_1 >  0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  0.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |--- feature_27 >  1.03
|   |   |   |   |   |   |   |   |--- feature_6 <= -2.19
|   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.54
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_32 >  0.54
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_6 >  -2.19
|   |   |   |   |   |   |   |   |   |--- feature_56 <= 0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_56 >  0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  0.14
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |--- feature_26 >  0.38
|   |   |--- feature_26 <= 0.90
|   |   |   |--- feature_7 <= 0.41
|   |   |   |   |--- feature_27 <= 1.10
|   |   |   |   |   |--- feature_3 <= -0.32
|   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |--- feature_27 <= 0.25
|   |   |   |   |   |   |   |   |--- feature_4 <= -0.16
|   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.74
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= 1.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  1.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_8 >  0.74
|   |   |   |   |   |   |   |   |   |   |--- feature_97 <= 2.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_97 >  2.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_4 >  -0.16
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  0.25
|   |   |   |   |   |   |   |   |--- feature_164 <= 0.90
|   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_29 <= 6.98
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 18
|   |   |   |   |   |   |   |   |   |   |--- feature_29 >  6.98
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_31 <= 0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_31 >  0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |--- feature_164 >  0.90
|   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.46
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 18
|   |   |   |   |   |   |   |   |   |--- feature_32 >  0.46
|   |   |   |   |   |   |   |   |   |   |--- feature_22 <= 2.15
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_22 >  2.15
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |--- feature_26 <= 0.90
|   |   |   |   |   |   |   |   |--- feature_25 <= 0.64
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -4.55
|   |   |   |   |   |   |   |   |   |   |--- feature_107 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_107 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -4.55
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= 2.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  2.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_25 >  0.64
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.02
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.49
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.49
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.02
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.86
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.86
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |--- feature_26 >  0.90
|   |   |   |   |   |   |   |   |--- feature_9 <= -0.30
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_9 >  -0.30
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_3 >  -0.32
|   |   |   |   |   |   |--- feature_4 <= 0.33
|   |   |   |   |   |   |   |--- feature_2 <= -0.46
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.99
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.29
|   |   |   |   |   |   |   |   |   |   |--- feature_98 <= 3.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_98 >  3.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.29
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.15
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.15
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_27 >  0.99
|   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.99
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.36
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.36
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  0.99
|   |   |   |   |   |   |   |   |   |   |--- feature_31 <= 0.99
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_31 >  0.99
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_2 >  -0.46
|   |   |   |   |   |   |   |   |--- feature_4 <= -0.23
|   |   |   |   |   |   |   |   |   |--- feature_29 <= 2.80
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 1.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 28
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  1.65
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_29 >  2.80
|   |   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  -0.23
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.02
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.02
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |--- feature_4 >  0.33
|   |   |   |   |   |   |   |--- feature_27 <= 0.24
|   |   |   |   |   |   |   |   |--- feature_100 <= 1.18
|   |   |   |   |   |   |   |   |   |--- feature_152 <= 2.17
|   |   |   |   |   |   |   |   |   |   |--- feature_138 <= 4.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 22
|   |   |   |   |   |   |   |   |   |   |--- feature_138 >  4.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_152 >  2.17
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_100 >  1.18
|   |   |   |   |   |   |   |   |   |--- feature_57 <= 2.05
|   |   |   |   |   |   |   |   |   |   |--- feature_175 <= 5.06
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_175 >  5.06
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_57 >  2.05
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.61
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_27 >  0.24
|   |   |   |   |   |   |   |   |--- feature_5 <= -0.72
|   |   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |--- feature_5 >  -0.72
|   |   |   |   |   |   |   |   |   |--- feature_125 <= 3.13
|   |   |   |   |   |   |   |   |   |   |--- feature_100 <= 1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_100 >  1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_125 >  3.13
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |--- feature_27 >  1.10
|   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |--- feature_30 <= 2.48
|   |   |   |   |   |   |   |--- feature_8 <= 1.34
|   |   |   |   |   |   |   |   |--- feature_3 <= -1.09
|   |   |   |   |   |   |   |   |   |--- feature_29 <= 4.89
|   |   |   |   |   |   |   |   |   |   |--- feature_99 <= 2.73
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |   |--- feature_99 >  2.73
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_29 >  4.89
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_3 >  -1.09
|   |   |   |   |   |   |   |   |   |--- feature_58 <= -0.23
|   |   |   |   |   |   |   |   |   |   |--- feature_160 <= 5.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_160 >  5.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_58 >  -0.23
|   |   |   |   |   |   |   |   |   |   |--- feature_89 <= 0.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 25
|   |   |   |   |   |   |   |   |   |   |--- feature_89 >  0.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |--- feature_8 >  1.34
|   |   |   |   |   |   |   |   |--- feature_6 <= 0.02
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_6 >  0.02
|   |   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.06
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.06
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |--- feature_30 >  2.48
|   |   |   |   |   |   |   |--- feature_28 <= 3.66
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.74
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.74
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.07
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_1 >  0.07
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_31 <= 6.10
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_31 >  6.10
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_28 >  3.66
|   |   |   |   |   |   |   |   |--- feature_1 <= -0.12
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_1 >  -0.12
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |--- feature_129 <= 2.68
|   |   |   |   |   |   |   |--- feature_27 <= 1.94
|   |   |   |   |   |   |   |   |--- feature_159 <= 32.05
|   |   |   |   |   |   |   |   |   |--- feature_58 <= 3.00
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.45
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  1.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_58 >  3.00
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 1.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  1.45
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_159 >  32.05
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.59
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.59
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  1.94
|   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_129 >  2.68
|   |   |   |   |   |   |   |--- feature_1 <= -0.04
|   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -1.12
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -1.12
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_1 >  -0.04
|   |   |   |   |   |   |   |   |--- feature_2 <= -0.17
|   |   |   |   |   |   |   |   |   |--- feature_15 <= 1.81
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_15 >  1.81
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_2 >  -0.17
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_7 >  0.41
|   |   |   |   |--- feature_85 <= -0.52
|   |   |   |   |   |--- feature_64 <= -0.28
|   |   |   |   |   |   |--- feature_9 <= 0.32
|   |   |   |   |   |   |   |--- feature_8 <= -1.16
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.67
|   |   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.80
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_27 >  0.67
|   |   |   |   |   |   |   |   |   |--- feature_177 <= 3.27
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_177 >  3.27
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_8 >  -1.16
|   |   |   |   |   |   |   |   |--- feature_9 <= 0.31
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.00
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= -0.01
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  -0.01
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.00
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= -0.79
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  -0.79
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |--- feature_9 >  0.31
|   |   |   |   |   |   |   |   |   |--- feature_30 <= -0.39
|   |   |   |   |   |   |   |   |   |   |--- feature_82 <= 0.67
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_82 >  0.67
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_30 >  -0.39
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_9 >  0.32
|   |   |   |   |   |   |   |--- feature_122 <= 12.46
|   |   |   |   |   |   |   |   |--- feature_32 <= -2.17
|   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.74
|   |   |   |   |   |   |   |   |   |   |--- feature_0 <= -0.03
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_0 >  -0.03
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_26 >  0.74
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_32 >  -2.17
|   |   |   |   |   |   |   |   |   |--- feature_154 <= 12.49
|   |   |   |   |   |   |   |   |   |   |--- feature_93 <= 2.50
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_93 >  2.50
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_154 >  12.49
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_122 >  12.46
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_64 >  -0.28
|   |   |   |   |   |   |--- feature_7 <= 0.95
|   |   |   |   |   |   |   |--- feature_6 <= 1.50
|   |   |   |   |   |   |   |   |--- feature_24 <= 0.43
|   |   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 12
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |--- feature_24 >  0.43
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_56 <= 3.10
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_56 >  3.10
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.50
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.84
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.84
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |   |   |--- feature_6 >  1.50
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_7 >  0.95
|   |   |   |   |   |   |   |--- feature_6 <= 0.95
|   |   |   |   |   |   |   |   |--- feature_8 <= -0.70
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_8 >  -0.70
|   |   |   |   |   |   |   |   |   |--- feature_59 <= -1.53
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_59 >  -1.53
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.96
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.96
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |--- feature_6 >  0.95
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_85 >  -0.52
|   |   |   |   |   |--- feature_23 <= 1.31
|   |   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |   |--- feature_65 <= 0.28
|   |   |   |   |   |   |   |   |--- feature_56 <= 1.40
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.61
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  1.25
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |--- feature_6 >  1.61
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_56 >  1.40
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_65 >  0.28
|   |   |   |   |   |   |   |   |--- feature_5 <= -0.96
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.05
|   |   |   |   |   |   |   |   |   |   |--- feature_4 <= -1.05
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_4 >  -1.05
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.05
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.35
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  0.35
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_5 >  -0.96
|   |   |   |   |   |   |   |   |   |--- feature_2 <= -0.85
|   |   |   |   |   |   |   |   |   |   |--- feature_115 <= 0.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_115 >  0.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_2 >  -0.85
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 1.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 24
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  1.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |   |--- feature_6 <= -1.01
|   |   |   |   |   |   |   |   |--- feature_27 <= -0.15
|   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.16
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.16
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_27 >  -0.15
|   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |--- feature_120 <= 0.87
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_120 >  0.87
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |--- feature_6 >  -1.01
|   |   |   |   |   |   |   |   |--- feature_32 <= 0.53
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.99
|   |   |   |   |   |   |   |   |   |   |--- feature_14 <= 0.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_14 >  0.53
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.99
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 39
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |--- feature_32 >  0.53
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.73
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= -1.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  -1.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |--- feature_23 >  1.31
|   |   |   |   |   |   |--- feature_4 <= 1.13
|   |   |   |   |   |   |   |--- feature_9 <= 1.61
|   |   |   |   |   |   |   |   |--- feature_26 <= 0.88
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 1.65
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= 0.13
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  0.13
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 23
|   |   |   |   |   |   |   |   |   |--- feature_19 >  1.65
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  0.88
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_9 >  1.61
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_4 >  1.13
|   |   |   |   |   |   |   |--- class: 0
|   |   |--- feature_26 >  0.90
|   |   |   |--- feature_27 <= 0.16
|   |   |   |   |--- feature_7 <= -1.28
|   |   |   |   |   |--- feature_8 <= 1.34
|   |   |   |   |   |   |--- feature_84 <= 4.75
|   |   |   |   |   |   |   |--- feature_1 <= 0.73
|   |   |   |   |   |   |   |   |--- feature_96 <= 1.78
|   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |--- feature_150 <= 2.80
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_150 >  2.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.13
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.13
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_96 >  1.78
|   |   |   |   |   |   |   |   |   |--- feature_1 <= 0.01
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  0.01
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_1 >  0.73
|   |   |   |   |   |   |   |   |--- feature_57 <= 0.40
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_57 >  0.40
|   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_84 >  4.75
|   |   |   |   |   |   |   |--- feature_32 <= -0.78
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_32 >  -0.78
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_8 >  1.34
|   |   |   |   |   |   |--- feature_8 <= 1.34
|   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_8 >  1.34
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |--- feature_7 >  -1.28
|   |   |   |   |   |--- feature_85 <= -0.52
|   |   |   |   |   |   |--- feature_32 <= 0.83
|   |   |   |   |   |   |   |--- feature_2 <= -0.94
|   |   |   |   |   |   |   |   |--- feature_65 <= 0.28
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.19
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.27
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.27
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.19
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_65 >  0.28
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.03
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.03
|   |   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |--- feature_2 >  -0.94
|   |   |   |   |   |   |   |   |--- feature_17 <= 0.81
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.08
|   |   |   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.08
|   |   |   |   |   |   |   |   |   |   |--- feature_21 <= 1.87
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |   |   |   |--- feature_21 >  1.87
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |--- feature_17 >  0.81
|   |   |   |   |   |   |   |   |   |--- feature_6 <= 0.61
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.12
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_6 >  0.61
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.91
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.91
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |--- feature_32 >  0.83
|   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_85 >  -0.52
|   |   |   |   |   |   |--- feature_56 <= 1.40
|   |   |   |   |   |   |   |--- feature_58 <= -0.77
|   |   |   |   |   |   |   |   |--- feature_26 <= 1.18
|   |   |   |   |   |   |   |   |   |--- feature_25 <= 0.64
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.74
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.74
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |   |   |   |--- feature_25 >  0.64
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_26 >  1.18
|   |   |   |   |   |   |   |   |   |--- feature_176 <= 5.80
|   |   |   |   |   |   |   |   |   |   |--- feature_18 <= 0.85
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_18 >  0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_176 >  5.80
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_58 >  -0.77
|   |   |   |   |   |   |   |   |--- feature_62 <= 0.18
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= -0.06
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 18
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  -0.06
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |--- feature_19 >  0.73
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 0.91
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  0.91
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |--- feature_62 >  0.18
|   |   |   |   |   |   |   |   |   |--- feature_1 <= -0.00
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= -0.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  -0.80
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 21
|   |   |   |   |   |   |   |   |   |--- feature_1 >  -0.00
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  0.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |--- feature_56 >  1.40
|   |   |   |   |   |   |   |--- feature_1 <= -0.13
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_1 >  -0.13
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |--- feature_27 >  0.16
|   |   |   |   |--- feature_7 <= 0.33
|   |   |   |   |   |--- feature_26 <= 1.27
|   |   |   |   |   |   |--- feature_1 <= 0.08
|   |   |   |   |   |   |   |--- feature_61 <= -0.18
|   |   |   |   |   |   |   |   |--- feature_29 <= 0.71
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.00
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 1.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  1.16
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.00
|   |   |   |   |   |   |   |   |   |   |--- feature_23 <= 1.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 19
|   |   |   |   |   |   |   |   |   |   |--- feature_23 >  1.31
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |--- feature_29 >  0.71
|   |   |   |   |   |   |   |   |   |--- feature_56 <= 0.26
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |--- feature_56 >  0.26
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_61 >  -0.18
|   |   |   |   |   |   |   |   |--- feature_2 <= 0.57
|   |   |   |   |   |   |   |   |   |--- feature_6 <= -1.05
|   |   |   |   |   |   |   |   |   |   |--- feature_30 <= 4.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 8
|   |   |   |   |   |   |   |   |   |   |--- feature_30 >  4.12
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_6 >  -1.05
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.02
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 33
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  1.02
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 12
|   |   |   |   |   |   |   |   |--- feature_2 >  0.57
|   |   |   |   |   |   |   |   |   |--- feature_9 <= -1.04
|   |   |   |   |   |   |   |   |   |   |--- feature_26 <= 1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 5
|   |   |   |   |   |   |   |   |   |   |--- feature_26 >  1.26
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_9 >  -1.04
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.99
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 16
|   |   |   |   |   |   |--- feature_1 >  0.08
|   |   |   |   |   |   |   |--- feature_26 <= 1.27
|   |   |   |   |   |   |   |   |--- feature_4 <= 1.40
|   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.75
|   |   |   |   |   |   |   |   |   |   |--- feature_158 <= 12.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |   |--- feature_158 >  12.20
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.75
|   |   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 12
|   |   |   |   |   |   |   |   |   |   |--- feature_2 >  1.39
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |--- feature_4 >  1.40
|   |   |   |   |   |   |   |   |   |--- feature_94 <= 5.48
|   |   |   |   |   |   |   |   |   |   |--- feature_149 <= 10.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_149 >  10.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_94 >  5.48
|   |   |   |   |   |   |   |   |   |   |--- feature_19 <= 1.65
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_19 >  1.65
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_26 >  1.27
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |--- feature_26 >  1.27
|   |   |   |   |   |   |--- feature_27 <= 0.63
|   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |--- feature_84 <= 4.75
|   |   |   |   |   |   |   |   |   |--- feature_29 <= 6.98
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.24
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.24
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |--- feature_29 >  6.98
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |--- feature_84 >  4.75
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 0.43
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_27 >  0.43
|   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |--- feature_4 <= 0.40
|   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.86
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= -0.23
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  -0.23
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.86
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_4 >  0.40
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -0.02
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= 1.13
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  1.13
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -0.02
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |--- feature_27 >  0.63
|   |   |   |   |   |   |   |--- feature_32 <= -3.68
|   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |--- feature_32 >  -3.68
|   |   |   |   |   |   |   |   |--- feature_3 <= -1.45
|   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.23
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.51
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.51
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.23
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_3 >  -1.45
|   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_165 <= 6.34
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |   |   |   |--- feature_165 >  6.34
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_27 >  1.40
|   |   |   |   |   |   |   |   |   |   |--- feature_34 <= -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_34 >  -0.72
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |--- feature_7 >  0.33
|   |   |   |   |   |--- feature_19 <= -1.41
|   |   |   |   |   |   |--- feature_12 <= 0.56
|   |   |   |   |   |   |   |--- feature_6 <= 0.70
|   |   |   |   |   |   |   |   |--- feature_7 <= 0.80
|   |   |   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_115 <= 0.90
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_115 >  0.90
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |--- feature_7 >  0.80
|   |   |   |   |   |   |   |   |   |--- feature_2 <= 1.23
|   |   |   |   |   |   |   |   |   |   |--- feature_5 <= -0.60
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_5 >  -0.60
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_2 >  1.23
|   |   |   |   |   |   |   |   |   |   |--- feature_27 <= 1.18
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_27 >  1.18
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_6 >  0.70
|   |   |   |   |   |   |   |   |--- feature_5 <= -1.17
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_5 >  -1.17
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.61
|   |   |   |   |   |   |   |   |   |   |--- feature_92 <= -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_92 >  -1.08
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.61
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.38
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.38
|   |   |   |   |   |   |   |   |   |   |   |--- class: 1
|   |   |   |   |   |   |--- feature_12 >  0.56
|   |   |   |   |   |   |   |--- feature_27 <= 1.51
|   |   |   |   |   |   |   |   |--- feature_19 <= -2.63
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_19 >  -2.63
|   |   |   |   |   |   |   |   |   |--- feature_118 <= 2.00
|   |   |   |   |   |   |   |   |   |   |--- feature_121 <= 0.88
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |   |--- feature_121 >  0.88
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_118 >  2.00
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |--- feature_27 >  1.51
|   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |--- feature_19 >  -1.41
|   |   |   |   |   |   |--- feature_1 <= 0.03
|   |   |   |   |   |   |   |--- feature_2 <= -0.75
|   |   |   |   |   |   |   |   |--- feature_87 <= -0.31
|   |   |   |   |   |   |   |   |   |--- feature_101 <= 1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_7 >  0.33
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 15
|   |   |   |   |   |   |   |   |   |--- feature_101 >  1.35
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= -0.94
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  -0.94
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 7
|   |   |   |   |   |   |   |   |--- feature_87 >  -0.31
|   |   |   |   |   |   |   |   |   |--- feature_133 <= 2.45
|   |   |   |   |   |   |   |   |   |   |--- feature_56 <= 2.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 11
|   |   |   |   |   |   |   |   |   |   |--- feature_56 >  2.53
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |   |   |--- feature_133 >  2.45
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 1.15
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  1.15
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |--- feature_2 >  -0.75
|   |   |   |   |   |   |   |   |--- feature_26 <= 1.25
|   |   |   |   |   |   |   |   |   |--- feature_7 <= 0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_105 <= 0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 17
|   |   |   |   |   |   |   |   |   |   |--- feature_105 >  0.48
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 20
|   |   |   |   |   |   |   |   |   |--- feature_7 >  0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= -1.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  -1.14
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 26
|   |   |   |   |   |   |   |   |--- feature_26 >  1.25
|   |   |   |   |   |   |   |   |   |--- feature_31 <= 3.55
|   |   |   |   |   |   |   |   |   |   |--- feature_39 <= 1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 13
|   |   |   |   |   |   |   |   |   |   |--- feature_39 >  1.40
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 6
|   |   |   |   |   |   |   |   |   |--- feature_31 >  3.55
|   |   |   |   |   |   |   |   |   |   |--- feature_32 <= 0.22
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_32 >  0.22
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |--- feature_1 >  0.03
|   |   |   |   |   |   |   |--- feature_27 <= 0.35
|   |   |   |   |   |   |   |   |--- feature_27 <= 0.20
|   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_27 >  0.20
|   |   |   |   |   |   |   |   |   |--- feature_19 <= 0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_3 <= -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |   |--- feature_3 >  -0.11
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 9
|   |   |   |   |   |   |   |   |   |--- feature_19 >  0.12
|   |   |   |   |   |   |   |   |   |   |--- feature_74 <= -0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4
|   |   |   |   |   |   |   |   |   |   |--- feature_74 >  -0.85
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 3
|   |   |   |   |   |   |   |--- feature_27 >  0.35
|   |   |   |   |   |   |   |   |--- feature_55 <= 2.30
|   |   |   |   |   |   |   |   |   |--- feature_119 <= 0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_6 <= 1.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 14
|   |   |   |   |   |   |   |   |   |   |--- feature_6 >  1.67
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |--- feature_119 >  0.90
|   |   |   |   |   |   |   |   |   |   |--- feature_8 <= 0.41
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 10
|   |   |   |   |   |   |   |   |   |   |--- feature_8 >  0.41
|   |   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |--- feature_55 >  2.30
|   |   |   |   |   |   |   |   |   |--- feature_5 <= 0.77
|   |   |   |   |   |   |   |   |   |   |--- class: 0
|   |   |   |   |   |   |   |   |   |--- feature_5 >  0.77
|   |   |   |   |   |   |   |   |   |   |--- feature_9 <= -0.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 2
|   |   |   |   |   |   |   |   |   |   |--- feature_9 >  -0.37
|   |   |   |   |   |   |   |   |   |   |   |--- truncated branch of depth 4

columns_names = X.columns.tolist()
fig = plt.figure(figsize=(100,100))
tree_figure = tree.plot_tree(model, feature_names = columns_names, class_names=["0", "1"], filled=True)

fig.savefig("decistion_tree_large.png")